A novel causal mediation analysis approach for zero-inflated mediators.

Jiang, Meilin; Lee, Seonjoo; O'Malley, A James; Stern, Yaakov; Li, Zhigang

Jiang, Meilin; Lee, Seonjoo; O'Malley, A James; Stern, Yaakov; Li, Zhigang.

Afiliación

Jiang M; Department of Biostatistics, University of Florida, Gainesville, Florida.
Lee S; Mental Health Data Science, New York State Psychiatric Institute, New York, New York.
O'Malley AJ; Departments of Biostatistics and Psychiatry, Columbia University, New York, New York.
Stern Y; Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire.
Li Z; The Dartmouth Institute, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire.

Stat Med ; 42(13): 2061-2081, 2023 06 15.

Article en En | MEDLINE | ID: mdl-37071977

Asunto(s)

Análisis de Mediación; Modelos Estadísticos; Humanos; Simulación por Computador; Modelos Lineales; Causalidad

Palabras clave

causal inference; mediation; zero-inflated log-normal; zero-inflated mediator; zero-inflated negative binomial

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Modelos Estadísticos / Análisis de Mediación Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Stat Med Año: 2023 Tipo del documento: Article

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